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
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
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
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
The end goal?
The end goal?
Simple information-seeking question about policy objectives.
Question
0.95
@johnno7052
Mar 4, 2025
Is there anyone here who took the exam in person? Please guide me. My exam is in person.
Is there anyone here who took the exam in person? Please guide me. My exam is in person.
Direct request for advice and guidance from others who have taken an in-person exam.
Question
0.95
KakiBlack
Feb 12, 2026
Which is your faverite minister from liberal gov
Which is your faverite minister from liberal gov
Direct question asking for personal preference regarding a government minister.
Question
0.95
user-kh6ov8dp6v
Feb 27, 2026
Bro Dubbing this episode please
Bro Dubbing this episode please
Simple request for video dubbing in another language, unrelated to immigration discourse.
Question
0.95
Dynamo-on
Jan 29, 2026
How are we fighting with Canada
How are we fighting with Canada
Simple information-seeking question about the nature of the conflict between countries.
Question
0.95
@lowballer101
Mar 4, 2025
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
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
Where is this
Where is this
Simple factual question seeking location information about the video's setting.
Question
0.95
jeffeverts7749
Jan 27, 2026
Can do the test on weekends?
Can do the test on weekends?
Simple information-seeking question about test scheduling logistics.
Question
0.95
freshtajamal3528
Sep 6, 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
Whe will Trudeau leave the office?
Whe will Trudeau leave the office?
Direct question seeking information about when Trudeau will leave office.
Question
0.95
@cjbrown3396
Mar 4, 2025
Can someone explain the ending
Can someone explain the ending
Direct request for clarification about the video's ending.
Question
0.95
AniRena
Jan 28, 2026
i thought this guy stepped down????
i thought this guy stepped down????
A straightforward factual question seeking clarification about the speaker's current political status.
Question
0.95
@blackburgundy1659
Mar 4, 2025
didnt that guy step down?
didnt that guy step down?
Commenter is asking for clarification about whether a political figure stepped down.
Question
0.95
@Ryanm13988
Mar 5, 2025
What is the difference between a foreigner and foreign national? Really odd language.
What is the difference between a foreigner and foreign national? Really odd language.
Directly asks for clarification on terminology used in the video.
Question
0.95
rupasandhu6061
Feb 18, 2026
You guys all right?
You guys all right?
Simple question checking on the wellbeing of the video creators.
Question
0.95
demboufisiru4513
Jan 27, 2026
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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)