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 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
Is Canada taking Americans ????
Is Canada taking Americans ????
Direct information-seeking question about whether Canada is accepting American immigrants.
Question
0.95
@queenmindsetcoach4983
Mar 4, 2025
WHO IS THIS THEY YOU SPEAKING OF??
WHO IS THIS THEY YOU SPEAKING OF??
Commenter asks for clarification about who 'they' refers to in the video, seeking information.
Question
0.95
@Mjermonthicks
Mar 4, 2025
Can someone explain the ending
Can someone explain the ending
Direct request for clarification about the video's ending.
Question
0.95
AniRena
Jan 28, 2026
What specific actions by Canada would stop the tariffs?
What specific actions by Canada would stop the tariffs?
Direct information-seeking question about specific policy actions to resolve a trade dispute.
Question
0.95
@tdunn2
Mar 4, 2025
May I get the PDF download link for practice
May I get the PDF download link for practice
Direct request for a PDF download link, seeking specific information or resources.
Question
0.95
kmjamirulislam
Jan 21, 2026
Do anyone knows how long you have to live in Canada before you take this test? And is there a testing book that’s more updated?
Do anyone knows how long you have to live in Canada before you take this test? And is there a testing book that’s more updated?
Commenter seeks factual information about residency requirements and test preparation materials.
Question
0.95
Christine-l4l3c
Jan 28, 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
Can I have the PDF version please?
Can I have the PDF version please?
User is requesting a specific resource (PDF version) from the video creator.
Question
0.95
MohamedArafa-km8yv
May 30, 2025
Hello good day. Please i want to apply for Vistors visa to Canada and i want to know the total costs. I already had an agent in charge but i want another different agent this …
Hello good day.
Please i want to apply for Vistors visa to Canada and i want to know the total costs.
I already had an agent in charge but i want another different agent this time thanks and God bless you all❤
Direct request for information about visitor visa costs and agent recommendations.
Question
0.95
@JosephNicodemus-qx2bo
Mar 10, 2025
Don't want to see Americans hurt.. elaborate please...?
Don't want to see Americans hurt.. elaborate please...?
Direct request for clarification and elaboration on a previous statement.
Question
0.95
@markbogue9547
Mar 4, 2025
Is the ad actually real?
Is the ad actually real?
The comment is a straightforward factual question asking whether an advertisement mentioned in the video is authentic.
Question
0.95
leonardobravo6151
Jan 27, 2026
Tomorrow I have citizenship test.I studied in this video. Do think I can pass
Tomorrow I have citizenship test.I studied in this video. Do think I can pass
User is seeking reassurance and asking for an opinion about their chances of passing an upcoming citizenship test.
Question
0.95
sahlekahsay1221
Jun 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
Does Project 2025 shed any light on this??
Does Project 2025 shed any light on this??
Direct information-seeking question about Project 2025 and its relevance to the discussion.
Question
0.95
@Nina-i8i
Mar 4, 2025
What is a Carbon tax?
What is a Carbon tax?
Direct information-seeking question about a specific policy term.
Question
0.95
@DbiPro
Mar 4, 2025
Didn’t he resign?
Didn’t he resign?
Simple factual question seeking clarification about whether Trudeau resigned.
Question
0.95
@TomMcKee33
Mar 4, 2025
who is your ally
who is your ally
Simple information-seeking question about who is being referenced as an ally.
Question
0.95
@AlanSmith-t1i
Mar 4, 2025
During that time how many were let in and what will that cost.
During that time how many were let in and what will that cost.
Direct information-seeking about immigration numbers and associated costs.
Question
0.95
johnsissons7094
Dec 26, 2025
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
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)