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 don't get if, If you're already in Canada why would you want to move to the US ?
I don't get if, If you're already in Canada why would you want to move to the US ?
Seeks clarification or information about immigrant motivations for relocating between countries.
Question
0.88
mounirnour8882
Feb 5, 2026
Only 18 K? How many people are in Canada illegally?
Only 18 K? How many people are in Canada illegally?
Seeks information about illegal immigration numbers in Canada.
Question
0.88
summer031977
Dec 25, 2025
is he suppose to be retired already?
is he suppose to be retired already?
Seeks clarification about whether a political figure should already be retired, requesting information.
Question
0.88
@lillywilly-i3u
Mar 4, 2025
why did this video disappear and then come back 😥
why did this video disappear and then come back 😥
Direct question about video disappearance and reappearance, seeking explanation.
Question
0.88
ivyrosexo
Feb 6, 2026
How do we get one office power to affect us around the country without the Senate and the United States Congress have a input on the matter ‼️?????????
How do we get one office power to affect us around the country without the Senate and the United States Congress have a input on the matter ‼️?????????
Seeks clarification about constitutional/governmental processes and executive power limitations.
Question
0.88
@JoePhantom-t3e
Mar 4, 2025
Why u guys keeping voting in liberals???
Why u guys keeping voting in liberals???
Rhetorical question expressing frustration with voting patterns and liberal government, seeking explanation or agreement.
xiexielian
Aug 29, 2025
Who are … “these people” that he’s talking about ?
Who are … “these people” that he’s talking about ?
Directly asks for clarification about who the video speaker is referring to, seeking information.
Question
0.88
bbjFisher2000
Jan 25, 2026
African are what???
African are what???
The comment is a clarifying question seeking to understand or challenge a previous statement about African people, using the question mark to express confusion or skepticism.
Question
0.88
fredking6146
Mar 1, 2026
8:09 it’s kind of weird what she’s saying that all expenses is 2700. That should include car insurance.
8:09 it’s kind of weird what she’s saying that all expenses is 2700. That should include car insurance.
Seeks clarification about specific financial details mentioned in the video, questioning the accuracy of stated expenses.
swayzecrazy420
Aug 31, 2025
I thought he was stepping down
I thought he was stepping down
Clarification question about whether Trudeau was stepping down, seeking factual information.
Question
0.88
@darkbay7581
Mar 4, 2025
Is Canada hiring? Asking for a friend??♀️
Is Canada hiring? Asking for a friend??♀️
Information-seeking question about Canadian immigration opportunities, framed with light humor and personal interest.
@Lebrook4609
Mar 4, 2025
So nobody standing with China?
So nobody standing with China?
Poses a direct question about China's position or involvement, seeking clarification or information.
Question
0.88
@DavidLi-b7y
Mar 4, 2025
She speaks good french, she can easily score NCLC 7 and become permanent resident.
She speaks good french, she can easily score NCLC 7 and become permanent resident.
Provides practical information about language requirements for permanent residency in response to a specific case.
Question
0.88
SekhonSatinder
Feb 12, 2026
why they dropheads blaming those immigrants.
why they dropheads blaming those immigrants.
Rhetorical question seeking explanation for perceived blame directed at immigrants by a specific group.
Question
0.88
NikhilTanwar-zi4im
Dec 3, 2025
Respect to Trudeau??
Respect to Trudeau??
Poses a questioning statement about whether Trudeau deserves respect, seeking clarification or agreement.
Question
0.88
@givemeabreak160
Mar 4, 2025
Canadian natives?
Canadian natives?
The comment is a brief clarification question seeking information about the term 'Canadian natives' mentioned in the video.
Question
0.88
Wal890
Jan 27, 2026
Americans don’t want this either ?
Americans don’t want this either ?
Simple information-seeking question asking whether Americans share opposition to Trump's policies.
Question
0.88
@rinawebster336
Mar 4, 2025
13:59 Are you going to be smuggled into a Scandinavian country?
13:59 Are you going to be smuggled into a Scandinavian country?
The comment poses a direct question to the video creator, seeking clarification or information about content at a specific timestamp.
Question
0.88
factsy7042
Jan 27, 2026
Canadian parents who were born OUTSIDE of Canada can now pass their citizenship to their kids who are also born OUTSIDE of Canada as long as the parents can prove they spent 3 years in …
Canadian parents who were born OUTSIDE of Canada can now pass their citizenship to their kids who are also born OUTSIDE of Canada as long as the parents can prove they spent 3 years in Canada.
What?? Why??
Seeks clarification about a specific citizenship policy with implicit skepticism about its rationale.
Shandleyman
Jan 15, 2026
when did he start caring about Canada?
when did he start caring about Canada?
Rhetorical question expressing skepticism about a political figure's commitment to Canada, seeking clarification or making an implicit critique.
@9612jimbo
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)