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
Can I move to Canada?
Can I move to Canada?
Direct information-seeking question about immigration eligibility to Canada.
Question
0.95
@dianeroeder3350
Mar 4, 2025
Ain’t this dude stepping down?
Ain’t this dude stepping down?
Simple information-seeking question about whether a political figure is stepping down.
Question
0.95
@ZcoobyZnaks
Mar 4, 2025
What goods does the tariff apply? ?
What goods does the tariff apply? ?
Direct information-seeking question about tariff specifics.
Question
0.95
@hangnguyenthu404
Mar 4, 2025
He’s still the PM?
He’s still the PM?
Simple factual question asking about Trudeau's current political status.
Question
0.95
@Coffee993
Mar 4, 2025
I thought he resigned?
I thought he resigned?
Direct information-seeking question about whether a political figure resigned.
Question
0.95
@CocogalaxyCat
Mar 4, 2025
100% tarriff on tesla?
100% tarriff on tesla?
A direct factual question seeking clarification about tariff policy.
Question
0.95
@cheforyourpartyprivatehire9765
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
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
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
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
Where is the 100% tariff on Tesla?
Where is the 100% tariff on Tesla?
Direct information-seeking question about a specific tariff policy.
Question
0.95
@tiov3001
Mar 4, 2025
Quick question, everyone- I just did my exam and got 15/20. I passed, right? I don't have to redo it again. The requirement document that they sent, they said we need to get 15 out …
Quick question, everyone- I just did my exam and got 15/20. I passed, right? I don't have to redo it again. The requirement document that they sent, they said we need to get 15 out of 20. So, I'm assuming I pass. Please someone reply.🙏
Information-seeking request for confirmation about exam passing status based on stated requirements.
Question
0.95
Mariapeiris2002
Dec 22, 2025
What happened in the end????
What happened in the end????
Direct question seeking clarification about the video's conclusion.
Question
0.95
aliexq
Jan 27, 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
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
Please check ques 73... is option B correct?
Please check ques 73... is option B correct?
Request for clarification about a test question; unrelated to immigration topic.
Question
0.95
renug2851
Jul 30, 2025
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
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
Can I please become a Canadian?
Can I please become a Canadian?
Direct information-seeking question about Canadian citizenship eligibility.
Question
0.95
@AntisocialAtheist1
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)