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
0:55 wait, how would going to Canada help them get into Switzerland? I'm confused
0:55 wait, how would going to Canada help them get into Switzerland? I'm confused
Direct request for clarification about a specific claim made in the video regarding Canada and Switzerland.
Question
0.95
beepborpbeepborp
Feb 5, 2026
But why? Why at that point?
But why? Why at that point?
Simple information-seeking question about the timing or reasoning behind a policy decision.
Question
0.95
email5023
Jun 17, 2025
Hi is there a pdf file for this?
Hi is there a pdf file for this?
Direct information-seeking request about availability of study materials.
Question
0.95
JairelVentura
Jul 1, 2025
I have test in June Should just study from this video??
I have test in June
Should just study from this video??
Seeks advice about whether the video alone is sufficient study material for an upcoming test.
Question
0.95
NebyatSereke
May 12, 2025
I don't get it. Why do they want to cross illegally to the USA? Isn't Canada already a great country? What is better?
I don't get it. Why do they want to cross illegally to the USA? Isn't Canada already a great country? What is better?
Seeks clarification about why immigrants would leave Canada for the USA, expressing genuine confusion.
Question
0.95
silencenhikes6692
Feb 11, 2026
How many listened to this speech? ?
How many listened to this speech? ?
Direct information-seeking question about audience size for the speech.
Question
0.95
@MaBharatvarsh
Mar 4, 2025
Why there is not russian translation
Why there is not russian translation
Direct inquiry about why Russian translation is not available for the video.
Question
0.95
HuijbfTyungdrrt
Feb 3, 2026
How did we get to this?
How did we get to this?
Simple information-seeking question about how the current situation developed.
Question
0.95
@chrismeese3666
Mar 4, 2025
Can I take a candian citizenship test outside canada
Can I take a candian citizenship test outside canada
Direct information-seeking question about eligibility to take citizenship test outside Canada.
Question
0.95
gurinderkaur1417
Aug 6, 2025
Prince rupert ?
Prince rupert ?
Simple question seeking clarification or information about a specific location mentioned in the video.
Question
0.95
@ypanso
Mar 4, 2025
Hello...I gave my test yesterday. Got 17/20. My Webcam stopped right after the test started (first question was on the screen). So, it asked me sign in again. I did so and it went all …
Hello...I gave my test yesterday. Got 17/20.
My Webcam stopped right after the test started (first question was on the screen). So, it asked me sign in again. I did so and it went all well after that. Anyone experienced that? Will it be an issue for my test while they review? Please let me know.
Update: I got my test marked as Completed in the tracker. I did not give second test.
Seeks technical advice about a test administration issue; completely unrelated to immigration discourse.
Question
0.95
KrishnaD-k1e
Feb 10, 2026
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
What kind of visa are these guys on????
What kind of visa are these guys on????
Direct information-seeking question about visa types for individuals mentioned in the video.
Question
0.95
Raj-p5g2c
Feb 8, 2026
Why in the hell are we going after the Canadians?
Why in the hell are we going after the Canadians?
Direct rhetorical question seeking clarification or expressing confusion about U.S. policy toward Canada.
Question
0.95
@jordanmiller5504
Mar 4, 2025
Can someone explain why the US is doing this? I mean honestly. What is the goal?
Can someone explain why the US is doing this? I mean honestly. What is the goal?
Direct information-seeking question about US motivations and goals.
Question
0.95
@danielcapone5946
Mar 4, 2025
Would Canada like to join the EU?
Would Canada like to join the EU?
Direct information-seeking question about Canada's potential EU membership.
Question
0.95
@Prunella304
Mar 4, 2025
do they really make 83k a year free ?
do they really make 83k a year free ?
Direct information-seeking question about immigrant income/benefits, seeking clarification or verification.
Question
0.95
jasonchillman102
Aug 25, 2025
Was this broadcast in full on Fox?
Was this broadcast in full on Fox?
Direct factual question about media coverage and broadcast details.
Question
0.95
@noname-sd5dt
Mar 4, 2025
American here. How do I become a Canadian Citizen?
American here. How do I become a Canadian Citizen?
Direct information-seeking question about Canadian citizenship requirements from an American.
Question
0.95
@carolynnsenedak9074
Mar 4, 2025
Why they are giving work permit???
Why they are giving work permit???
Direct information-seeking question about government policy regarding work permits.
Question
0.95
sothilingamnagalingam5416
Aug 26, 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)