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
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
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
Who is colonisers?
Who is colonisers?
Brief interrogative statement seeking clarification or challenging a concept, though potentially rhetorical.
Question
0.88
warriorfantasy7765
Feb 7, 2026
To protect America????
To protect America????
Brief questioning statement seeking clarification or expressing skepticism about stated justifications.
Question
0.88
amandafamiano2320
Jan 27, 2026
What is Canadian culture anyway? I moved to Canada (from Italy) in 2008, got my citizenship in 2021, and I am still trying to understand what Canadian culture is. 😮 Is it like American? Please …
What is Canadian culture anyway? I moved to Canada (from Italy) in 2008, got my citizenship in 2021, and I am still trying to understand what Canadian culture is. 😮 Is it like American? Please explain. Thank you.
Genuine information-seeking question about Canadian culture with personal background context.
medusa-y3y
Jan 29, 2026
My question is, if random YouTubers can those trafficking bums then why can't police?
My question is, if random YouTubers can those trafficking bums then why can't police?
Poses a direct question comparing YouTuber capabilities to police effectiveness, seeking clarification or information.
Question
0.88
SampradaaMantra
Jan 29, 2026
I do not understand things anymore...wtf...???
I do not understand things anymore...wtf...???
Expresses confusion and seeks clarification about current events.
Question
0.88
@WilliamGibble-l5l
Mar 4, 2025
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
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 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
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
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
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
1 in 4??? Are you serious? No no!
1 in 4??? Are you serious? No no!
Expresses skepticism and seeks clarification about a specific statistic presented in the video.
Question
0.88
d.e.c1609
Sep 20, 2025
What was economy of Brampton in 2001 and now in 2025. And compare and check it with other similar cities around it.
What was economy of Brampton in 2001 and now in 2025. And compare and check it with other similar cities around it.
Requests specific economic data comparison between Brampton and similar cities to assess immigration impact.
pawanmohod6405
Sep 20, 2025
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
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
Build yes, but protect from? Was the north American culture changed in 1600. Was the language way of life changes? Is history repeating
Build yes, but protect from?
Was the north American culture changed in 1600. Was the language way of life changes? Is history repeating
Asks whether North American culture and language changed historically and whether history is repeating, seeking clarification on cultural change patterns.
singharun106
Aug 26, 2025
Yes, the system changed. But why? Who made the decisions?
Yes, the system changed. But why? Who made the decisions?
Seeks information about policy changes and decision-makers, framed as information-seeking questions.
kent5400
Jun 17, 2025
i wonder how many canadines are going to be migrating to the US now?
i wonder how many canadines are going to be migrating to the US now?
Poses an information-seeking question about potential Canadian migration to the US, with implicit comparative framing between the two countries.
@tonyarrow
Mar 5, 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)