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
Dear Canada can I get my dual citizenship now
Dear Canada can I get my dual citizenship now
Requests information about dual citizenship eligibility, framed as a personal inquiry.
@MrPaulandrae15
Mar 4, 2025
You should go to Montreal too homie
You should go to Montreal too homie
A casual suggestion/request for the content creator to visit Montreal, framed as friendly advice.
Question
0.85
joeymaynard4063
Jan 29, 2026
I’m 🇺🇸FBA🇺🇸, can I be a Canadian 🇨🇦 immigrant and not get deported back to the United States ??????
I’m 🇺🇸FBA🇺🇸, can I be a Canadian 🇨🇦 immigrant and not get deported back to the United States ??????
Primarily seeks information about US citizen immigration eligibility to Canada, with secondary identity assertion through national flag markers.
sunnyrobinson2128
Dec 25, 2025
Maybe the whites you're interviewing are also immigrants
Maybe the whites you're interviewing are also immigrants
Rhetorical question pointing out that interviewed Canadians may themselves be immigrants, challenging the framing of the video.
Question
0.85
Alice-i5y3i
Jan 29, 2026
I wonder how many Canadians actually feel comfortable with Trudeau.
I wonder how many Canadians actually feel comfortable with Trudeau.
The comment poses an information-seeking question about public sentiment toward Trudeau, though it may also imply skepticism about his leadership.
Question
0.85
@GagandeepSingh-sk6yp
Mar 4, 2025
It is not all Americans ?
It is not all Americans ?
Seeking clarification or information about whether all Americans share a particular view or characteristic.
Question
0.85
@nancymichalak9490
Mar 4, 2025
Why did you wait so long to pony up?
Why did you wait so long to pony up?
Seeks explanation for delayed government action on a specific issue.
Question
0.85
@juliewoods6534
Mar 4, 2025
Can I see the video and proofs 😅
Can I see the video and proofs 😅
Requests evidence and video content, expressing skepticism about the claims presented in the video.
Hashin-m2p
Dec 24, 2025
Didn’t this man Step down? Why is he still stepping up to microphone?
Didn’t this man Step down? Why is he still stepping up to microphone?
Seeks clarification about a political figure's status and current role, framed as an information-seeking question.
Question
0.85
@WeAreBleszt
Mar 4, 2025
Very well said. Lets see how trumps speach goes tonight?
Very well said. Lets see how trumps speach goes tonight?
Seeks information about an upcoming political speech, expressing curiosity about future events.
Question
0.85
@sally_686
Mar 4, 2025
Possibly she could focus on Calgary's water supply crisis?
Possibly she could focus on Calgary's water supply crisis?
Seeks redirection of political focus toward a specific local issue (water supply) rather than immigration.
@grahamburrows7570
Feb 22, 2026
Indian problem or Punjabi problem?
Indian problem or Punjabi problem?
Poses a clarifying question distinguishing between Indian and Punjabi identity categories.
Question
0.85
LeoRivers99
Feb 28, 2026
I thought 10 % tariffs on Mexico and Canada but not. 25% on Mexico, Canada and China all ?
I thought 10 % tariffs on Mexico and Canada but not. 25% on Mexico, Canada and China all ?
Commenter is seeking clarification about tariff percentages, expressing confusion about conflicting information.
Question
0.85
@alanmendoza3872
Mar 4, 2025
Didn't Castro Jr already resign....
Didn't Castro Jr already resign....
Commenter is seeking clarification about whether Castro Jr (likely Trudeau) has already resigned.
Question
0.85
@WinthorpeLouiseIII
Mar 4, 2025
I want to move to Canada...
I want to move to Canada...
User expresses interest in immigrating to Canada, seeking information or expressing intent.
@marylynn531
Mar 4, 2025
so what are you doing canada?
so what are you doing canada?
Direct interrogative seeking clarification or response about Canada's actions regarding immigration.
Question
0.85
ncontrarian
Jan 18, 2026
What’s does the word “temporary “ means you dummies
What’s does the word “temporary “ means you dummies
Seeks clarification on the meaning of 'temporary,' though phrased dismissively toward others.
Question
0.85
dominion8732
Nov 21, 2025
Why don't they translate the part where trudeau speaks french ?? Or subtitles at least
Why don't they translate the part where trudeau speaks french ?? Or subtitles at least
Requests clarification about video subtitles/translation for French-language content.
@Guayoc
Mar 4, 2025
What is that 6000$ is for? Driving you down that little road to cross the border alone?
What is that 6000$ is for? Driving you down that little road to cross the border alone?
Commenter is asking for clarification about what a $6000 fee covers, seeking information about border crossing procedures.
Question
0.85
dinduhnuffin
Feb 26, 2026
why would you do this to your best neighbour/friend/ally? it is so weird.
why would you do this to your best neighbour/friend/ally? it is so weird.
Seeks clarification about why the U.S. would take actions against a close ally, framed as a confused question.
@movakalin5333
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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)