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
Anybody here used Ipad for the test?
Anybody here used Ipad for the test?
Direct information-seeking question about iPad use for a test.
Question
0.98
antartica4099
Jan 26, 2026
Where do I apply for Canadian Citizenship?
Where do I apply for Canadian Citizenship?
Direct information-seeking question about Canadian citizenship application process.
Question
0.98
@J404.10
Mar 4, 2025
How do i apply for Canadian citizenship?
How do i apply for Canadian citizenship?
Direct information-seeking question about the process for obtaining Canadian citizenship.
Question
0.98
@e4d578
Mar 4, 2025
Why so many people want to live in Canada ??
Why so many people want to live in Canada ??
Direct information-seeking question about Canada's appeal to immigrants, requesting explanation or data.
Question
0.96
Nightwolf247
Feb 11, 2026
Did he said his own country?
Did he said his own country?
Simple clarification question seeking confirmation about a statement made in the video.
Question
0.95
nilotic-king
Jan 28, 2026
Is there a part 2 to this?
Is there a part 2 to this?
Simple information-seeking question about whether additional video content exists.
Question
0.95
thomaslt5547
Jan 28, 2026
Didn’t this guy resign?
Didn’t this guy resign?
Direct factual question seeking clarification about whether the person in the video has resigned.
Question
0.95
@Mr.P1983
Mar 4, 2025
What was Trump's reason for the tariff?
What was Trump's reason for the tariff?
A straightforward factual question seeking information about Trump's tariff rationale.
Question
0.95
@Bruce_LeRoyy
Mar 4, 2025
Answer of 129 is correct? Please reply.
Answer of 129 is correct? Please reply.
Direct question seeking verification of an answer; unrelated to immigration topic.
Question
0.95
renug2851
Jul 30, 2025
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
pls do bangladesh side pls
pls do bangladesh side pls
Simple request for the video creator to cover Bangladesh in future content.
Question
0.95
OnexBlox444
Feb 16, 2026
Tyler Olivera, answer this question: Are you a Native American?
Tyler Olivera, answer this question: Are you a Native American?
Direct question posed to another commenter seeking information about their identity.
Question
0.95
digicraft123
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
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
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
didnt that guy step down?
didnt that guy step down?
Commenter is asking for clarification about whether a political figure stepped down.
Question
0.95
@Ryanm13988
Mar 5, 2025
Hi do you have the link to the slideshow ?
Hi do you have the link to the slideshow ?
Direct information-seeking request for a resource link related to the video content.
Question
0.95
bansnabs5523
Feb 23, 2026
Didn't he resign?
Didn't he resign?
Simple factual question seeking clarification about whether Trudeau resigned.
Question
0.95
@thelastcowboy8654
Mar 4, 2025
Can I please become a Canadian?
Can I please become a Canadian?
Direct information-seeking question about Canadian citizenship eligibility.
Question
0.95
@AntisocialAtheist1
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
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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)