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
4:55 what'd he mean by that?
4:55 what'd he mean by that?
A direct clarification question about a specific moment in the video, seeking explanation of a statement.
Inner_City_Mixer
Feb 8, 2026
Guys just wanna clarify all Indians not punjabis and all brown people are from Indian they can be from srilanka ,Pakistan,Bangladesh
Guys just wanna clarify all Indians not punjabis and all brown people are from Indian they can be from srilanka ,Pakistan,Bangladesh
The commenter is seeking clarification about ethnic and geographic distinctions, framed as an informational request.
Question
0.90
hyhyhy4710
Mar 1, 2026
I thought Canada was wanting to get rid of Trudeau. Didn't he resign?
I thought Canada was wanting to get rid of Trudeau. Didn't he resign?
Direct information-seeking question about Trudeau's resignation status.
Question
0.90
@vickiepatterson1809
Mar 4, 2025
Hindi please
Hindi please
Simple request for content in Hindi language, seeking accessibility accommodation.
Question
0.90
dineshrathod6912
Feb 5, 2026
What do you mean by your video.
What do you mean by your video.
Direct request for clarification about the video's meaning or message.
Question
0.90
Ryaan4369
Feb 6, 2026
Should Canada ban the drugs ?
Should Canada ban the drugs ?
Direct question seeking information about whether Canada should implement a drug ban policy.
Question
0.90
@TFPPttt
Mar 4, 2025
I thought this bozo stepped down!?
I thought this bozo stepped down!?
Comment poses a clarification question about whether Trudeau has stepped down, seeking factual information.
Question
0.90
@sanrafaelarcangel4394
Mar 4, 2025
I thought he had resigned ?
I thought he had resigned ?
Simple factual question seeking clarification about Trudeau's political status.
Question
0.90
@heytigers3104
Mar 4, 2025
Why pay to walk over border? Isn’t even a fence
Why pay to walk over border? Isn’t even a fence
Commenter asks a clarifying question about border crossing procedures and costs, seeking information.
Question
0.90
LoudDesperation
Feb 28, 2026
Who is Pasha
Who is Pasha
Simple factual question seeking identification of a person mentioned in the video.
Question
0.90
Soccer-duude
Feb 3, 2026
Seriously, what are Americans thinking when they hear this? Are they happy?
Seriously, what are Americans thinking when they hear this? Are they happy?
Rhetorical questions seeking to understand American perspectives and reactions to a policy or statement.
Question
0.90
@JackWestrop
Mar 4, 2025
Didn’t he quit?
Didn’t he quit?
Direct factual question seeking clarification about Trudeau's resignation status.
Question
0.90
@venomtactical5698
Mar 4, 2025
Когда перевод? все русские ждут
Когда перевод? все русские ждут
Asks when a Russian translation will be available, a straightforward information request.
Question
0.90
ruslanivanov6456
Feb 3, 2026
There's lots of Indian lawyers who specialize in immigration
There's lots of Indian lawyers who specialize in immigration
Informational comment providing practical advice about immigration lawyers, presented as a helpful resource suggestion.
Question
0.90
Sam-n4w3f
Feb 28, 2026
I thought he stepped down
I thought he stepped down
Simple factual question seeking clarification about whether a political figure stepped down.
Question
0.90
@sherrygibson9544
Mar 4, 2025
Serious question to the Canadian citizens. We'd like to change our vacation plans from Florida to Quebec. Will we be welcomed or despised? Sincerely, an American citizen horrified by our train wreck of a leader.
Serious question to the Canadian citizens. We'd like to change our vacation plans from Florida to Quebec. Will we be welcomed or despised? Sincerely, an American citizen horrified by our train wreck of a leader.
American tourist seeking information about whether they would be welcomed in Canada, framed as a genuine question with solidarity undertones.
@kristinehamilton9087
Mar 4, 2025
I thought he quit?
I thought he quit?
Seeks clarification about whether Trump has resigned from office.
Question
0.90
@p4tmchef
Mar 4, 2025
All this for what?
All this for what?
Minimal comment expressing confusion or skepticism about the situation, seeking clarification on purpose or stakes.
Question
0.90
@iosgamesplay8825
Mar 4, 2025
Why do the people let this happen?
Why do the people let this happen?
Direct question seeking explanation for why citizens allow immigration policies to proceed as they do.
Question
0.90
pablo4yu
Jan 29, 2026
Why would people vote 4 trump
Why would people vote 4 trump
Direct information-seeking question expressing confusion about voter behavior and motivations.
Question
0.90
@Thomasrod805
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)