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
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
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
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
100% tarriff on tesla?
100% tarriff on tesla?
A direct factual question seeking clarification about tariff policy.
Question
0.95
@cheforyourpartyprivatehire9765
Mar 4, 2025
Two questions. 1. Why canada bringing so many people? 2. Why these people naking brampton to browntown.
Two questions.
1. Why canada bringing so many people?
2. Why these people naking brampton to browntown.
Direct information-seeking questions about immigration policy and demographic changes in specific locations.
Question
0.95
Totempoles7
Sep 21, 2025
10:03 Immigration causes housing prices to increase??!?!
10:03 Immigration causes housing prices to increase??!?!
Directly questions a claim made in the video about immigration's effect on housing prices, seeking clarification.
Question
0.95
@Misherman
Mar 5, 2025
Tyler Olivera, answer this question: Are you a Native American?
Tyler Olivera, answer this question: Are you a Native American?
Direct question posed to another commenter seeking information about their identity.
Question
0.95
digicraft123
Jan 28, 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
Is there a part 2???
Is there a part 2???
Simple information-seeking question about whether additional video content exists.
Question
0.95
lavenderladi
Jan 28, 2026
whats trudeau going to do?
whats trudeau going to do?
Direct question seeking information about Trudeau's anticipated response or actions.
Question
0.95
@kmathew5712
Mar 4, 2025
How do they get the visa????
How do they get the visa????
Direct information-seeking question about visa acquisition processes.
Question
0.95
OptionSpreadProfits
Jan 28, 2026
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
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
What was Trump's reason for the tariff?
What was Trump's reason for the tariff?
A straightforward factual question seeking information about Trump's tariff rationale.
Question
0.95
@Bruce_LeRoyy
Mar 4, 2025
Who would they vote for？
Who would they vote for？
A straightforward information-seeking question about voting behavior.
Question
0.95
hojacqui7595
Jan 28, 2026
I want stats from Ontario!
I want stats from Ontario!
Direct request for specific statistical information about Ontario.
Question
0.95
angiepp.562
Oct 1, 2025
Does Project 2025 shed any light on this??
Does Project 2025 shed any light on this??
Direct information-seeking question about Project 2025 and its relevance to the discussion.
Question
0.95
@Nina-i8i
Mar 4, 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
Didn’t this guy resign?
Didn’t this guy resign?
Direct factual question seeking clarification about whether the person in the video has resigned.
Question
0.95
@Mr.P1983
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)