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
Where do I apply for Canadian Citizenship?
Where do I apply for Canadian Citizenship?
Direct information-seeking question about Canadian citizenship application process.
Question
0.98
@J404.10
Mar 4, 2025
Anybody here used Ipad for the test?
Anybody here used Ipad for the test?
Direct information-seeking question about iPad use for a test.
Question
0.98
antartica4099
Jan 26, 2026
How do i apply for Canadian citizenship?
How do i apply for Canadian citizenship?
Direct information-seeking question about the process for obtaining Canadian citizenship.
Question
0.98
@e4d578
Mar 4, 2025
Why so many people want to live in Canada ??
Why so many people want to live in Canada ??
Direct information-seeking question about Canada's appeal to immigrants, requesting explanation or data.
Question
0.96
Nightwolf247
Feb 11, 2026
I have a question, does our Prime minister Mark Carney watch this video?
I have a question, does our Prime minister Mark Carney watch this video?
Direct question asking whether the Prime Minister watches the video, seeking information or engagement.
Question
0.95
elizadolittle1951
Oct 11, 2025
Do anyone knows how long you have to live in Canada before you take this test? And is there a testing book that’s more updated?
Do anyone knows how long you have to live in Canada before you take this test? And is there a testing book that’s more updated?
Commenter seeks factual information about residency requirements and test preparation materials.
Question
0.95
Christine-l4l3c
Jan 28, 2026
Where are you from Tyler?
Where are you from Tyler?
Simple information-seeking question asking for personal biographical details about the video creator.
Question
0.95
BrentRyley
Jan 29, 2026
What’s singh’s first name?
What’s singh’s first name?
Direct factual question seeking information about a person's name.
Question
0.95
marryson123
Feb 18, 2026
Are hands are tied?
Are hands are tied?
Brief question seeking clarification or information about whether hands are tied.
Question
0.95
@msfluffy43
Mar 4, 2025
4:20 wut? What city in Canada is dying because it's population is going down? 🤔
4:20 wut? What city in Canada is dying because it's population is going down? 🤔
Direct information-seeking question challenging a claim made in the video about Canadian cities declining due to population loss.
Question
0.95
hydraulics
Oct 9, 2025
Who they all working for ?
Who they all working for ?
A direct question seeking information about who political figures are working for.
Question
0.95
@imranshaikh-dg3ft
Mar 4, 2025
Bro how you filmed this?
Bro how you filmed this?
Direct question asking about video production methods.
Question
0.95
hokaleukko4603
Jan 28, 2026
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
Honest question has there been any discussion about the amount of support of Trump in your community that’s if you’re from the US
Honest question has there been any discussion about the amount of support of Trump in your community that’s if you’re from the US
Explicitly framed as a question seeking information about Trump support in the commenter's community.
Question
0.95
@ccr6088
Mar 4, 2025
Are there Punjabi people in South Africa?
Are there Punjabi people in South Africa?
Straightforward factual question about Punjabi populations in South Africa, seeking information.
Question
0.95
created_jam
Feb 17, 2026
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
Tomorrow I have citizenship test.I studied in this video. Do think I can pass
Tomorrow I have citizenship test.I studied in this video. Do think I can pass
User is seeking reassurance and asking for an opinion about their chances of passing an upcoming citizenship test.
Question
0.95
sahlekahsay1221
Jun 4, 2025
Did he said his own country?
Did he said his own country?
Simple clarification question seeking confirmation about a statement made in the video.
Question
0.95
nilotic-king
Jan 28, 2026
Is there a part 2 to this?
Is there a part 2 to this?
Simple information-seeking question about whether additional video content exists.
Question
0.95
thomaslt5547
Jan 28, 2026
I thought this guy stepped down a couple weeks ago?
I thought this guy stepped down a couple weeks ago?
Seeks factual clarification about whether the political figure recently resigned, framed as an information-seeking question.
Question
0.95
@outuvcontext
Mar 4, 2025
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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)