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
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
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
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
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
Are you telling me that international students are now turning into asylum claimants ? That's ridiculous. Why didn't they claim asylum when they first came as students? Why claim asylum after graduation?
Are you telling me that international students are now turning into asylum claimants ? That's ridiculous. Why didn't they claim asylum when they first came as students? Why claim asylum after graduation?
Seeks clarification on asylum policy inconsistencies, questioning why international students would delay asylum claims.
EliteClass-o8q
Feb 28, 2026
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
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
I want to be a Canadian I'm serious somebody please help me I don't know how to go about it
I want to be a Canadian I'm serious somebody please help me I don't know how to go about it
Information-seeking request about Canadian immigration process, expressing personal desire to immigrate.
@jameswarman8077
Mar 4, 2025
why would go into canada to get into the us???
why would go into canada to get into the us???
Asks a clarifying question about immigration routing logic, seeking information or expressing confusion.
Question
0.88
evboy3752
Mar 3, 2026
Trudeau will you take us ???
Trudeau will you take us ???
Direct question asking Trudeau for help or acceptance, seeking information or assistance.
Question
0.88
@daphnebowen4949
Mar 4, 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
Why politicians let this happen? 🤷
Why politicians let this happen? 🤷
Seeks explanation for political decision-making regarding immigration through a rhetorical question.
JohnnyPreston6699
Jan 27, 2026
i don't know until this day Canadian speak French
i don't know until this day Canadian speak French
Information-seeking question expressing surprise or confusion about Canadian French language use.
Question
0.88
@yellowegg0
Mar 4, 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
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
To protect America????
To protect America????
Brief questioning statement seeking clarification or expressing skepticism about stated justifications.
Question
0.88
amandafamiano2320
Jan 27, 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
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
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 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
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)