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 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
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
Are you actually half portuguese?
Are you actually half portuguese?
Direct factual question about the video creator's ethnic background.
Question
0.95
sniforgeforger9432
Jan 27, 2026
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
Where in Frisco, Texas is this.
Where in Frisco, Texas is this.
User is asking for location information about a place mentioned in the video.
Question
0.95
huynguyenification
Jan 27, 2026
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
Why? Why is djt doing this? It makes no sense.
Why? Why is djt doing this? It makes no sense.
Direct information-seeking question about Trump's motivations and reasoning, seeking clarification.
Question
0.95
@evanhil02
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
Is Punjab in India?
Is Punjab in India?
The commenter is asking a straightforward factual question about geography.
Question
0.95
Shonna2234
Feb 28, 2026
Didn’t he step down
Didn’t he step down
Simple factual question seeking clarification about Trudeau's political status.
Question
0.95
@Mruiz0085
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
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
Does having a visa mean something or is it irrelevant?
Does having a visa mean something or is it irrelevant?
Information-seeking question about visa relevance and meaning in the immigration context.
Question
0.95
martincull4914
Jan 17, 2026
Didn't he resign?
Didn't he resign?
Simple factual question seeking clarification about whether Trudeau resigned.
Question
0.95
@thelastcowboy8654
Mar 4, 2025
How does a state tariff the federal govt. or another state? Very confusing.
How does a state tariff the federal govt. or another state? Very confusing.
Direct request for clarification about how tariff mechanisms work between states and federal government.
Question
0.95
@StormyWeather21
Mar 4, 2025
Will this make eggs cheaper?
Will this make eggs cheaper?
Direct information-seeking question about economic impact of immigration policy on egg prices.
Question
0.95
@unitfps
Mar 4, 2025
School program?
School program?
Simple information-seeking question about a school program mentioned in the video.
Question
0.95
CJ-dw3fz
Jan 12, 2026
I am going to see if I can upgrade to deluxe healthcare. Is that provided in the same hospital we use now?
I am going to see if I can upgrade to deluxe healthcare. Is that provided in the same hospital we use now?
Straightforward information-seeking question about healthcare upgrade options and hospital access.
Question
0.95
MrTeampenner
Feb 25, 2026
So the citizenship will be passed to baby born abroad whose parent is already citizens . This is what you mean ?
So the citizenship will be passed to baby born abroad whose parent is already citizens . This is what you mean ?
Seeks clarification about citizenship rules for children born abroad to citizen parents.
Question
0.95
sandhusupreet9018
Jan 6, 2026
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)