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
You don't need to speak to the American people you act like we have a say in what happens ?
You don't need to speak to the American people you act like we have a say in what happens ?
Rhetorical question challenging the relevance of addressing Americans, implying lack of agency or voice.
@SC-fj2zp
Mar 4, 2025
Why do all of these immigrants want to leave their country, migrate to other countries and not simulate to their surroundings?
Why do all of these immigrants want to leave their country, migrate to other countries and not simulate to their surroundings?
Framed as a question but primarily expresses skepticism about immigrant integration and cultural assimilation.
Carrierdlr1
Jan 27, 2026
Why you hate Sikhs ?
Why you hate Sikhs ?
Accusatory question directed at the video creator regarding bias against a specific ethnic/religious group.
nsingh999
Feb 16, 2026
here from denmark i want to go buy products from canada ????
here from denmark i want to go buy products from canada ????
Information-seeking about purchasing Canadian products from Denmark, with implicit comparative framing between countries.
@svendhej
Mar 4, 2025
Make it make sense to me how a refugee, legitimate or not, gets better welfare, housing, medical and dental care while the average Canadian get's little to nothing or is living on the street? Please …
Make it make sense to me how a refugee, legitimate or not, gets better welfare, housing, medical and dental care while the average Canadian get's little to nothing or is living on the street? Please square that? On what grounds do the LIEberals base and justify this???
Frames as information-seeking question but contains implicit moral critique about fairness in welfare distribution.
robovs1
Feb 17, 2026
Canada, will you accept us if we want to become citizens of your company???
Canada, will you accept us if we want to become citizens of your company???
Asks about Canadian citizenship but uses absurdist humor ('company') suggesting satirical intent alongside genuine inquiry.
@sharhondajackson7399
Mar 4, 2025
The term is called private equity companies.
The term is called private equity companies.
Provides a clarifying term or definition, suggesting an informational or educational contribution to the discussion.
Question
0.75
benjaminfromcanadakanada3948
Jan 27, 2026
largley unnotied or largley uncared for by the govermenet?
largley unnotied or largley uncared for by the govermenet?
Seeks clarification about government awareness or concern regarding an unspecified issue, with implied criticism.
Dekison
Feb 18, 2026
1st = CBSA, IRCC, CRA, RCMP = track all Immigrations and Visas entry.
1st = CBSA, IRCC, CRA, RCMP = track all Immigrations and Visas entry.
Lists government agencies in a fragmented way that appears to seek clarification about immigration tracking systems.
Question
0.75
@stephanienguyen6992
Feb 19, 2026
Why do other Countries need to sort out the drug problem in the US....surely they can do it \nthemselves from within???? the next question is do they actually want to sort it out????? \nhave they …
Why do other Countries need to sort out the drug problem in the US....surely they can do it
\nthemselves from within???? the next question is do they actually want to sort it out?????
\nhave they made any efforts yet??? even to their own Pharmacies...seems it's a $$$ spinner!
Series of rhetorical questions challenging the premise that other countries should address US domestic drug problems.
@drew4HIM
Mar 4, 2025
were did this Trudeau come from why did u hide for 10 yr
were did this Trudeau come from why did u hide for 10 yr
Asks where Trudeau came from and criticizes him for hiding, combining information-seeking with implicit policy critique.
@mikedavis8071
Mar 4, 2025
Can Trudeau be our president??? Please!
Can Trudeau be our president??? Please!
Poses a hypothetical question about Trudeau becoming president, expressing preference for Canadian leadership.
@Michele-z4k
Mar 4, 2025
Ain't hard come over on a student visa complete your courses go back don't complete your paperwork go back banned are we not missing a crap load of student Visa's that have run out 5 …
Ain't hard come over on a student visa complete your courses go back don't complete your paperwork go back banned are we not missing a crap load of student Visa's that have run out 5 years ago ?
Raises questions about student visa enforcement and expired visas, framed as a policy gap inquiry.
@grantfranz1609
Feb 19, 2026
But “Alberta is calling”, or was that a wrong move you want to blame the federal govt for?
But “Alberta is calling”, or was that a wrong move you want to blame the federal govt for?
Commenter questions whether a provincial initiative was misguided and seeks clarification on responsibility attribution.
@johnone6159
Feb 20, 2026
Do you support the Alberta government, just pose that question and see what happens
Do you support the Alberta government, just pose that question and see what happens
Poses a rhetorical question about government support, implying consequences for those who answer affirmatively.
@zoodlezd97
Feb 20, 2026
I just don’t understand, what is really behind this agenda?
I just don’t understand, what is really behind this agenda?
Seeks clarification about underlying motivations while implying suspicion of hidden agendas, combining information-seeking with conspiratorial framing.
@master19421
Mar 4, 2025
The message in DC is that they can say and do whatever they want.....and we are powerless to do anything about it. Thoughts?? How do YOU feel about this notion?
The message in DC is that they can say and do whatever they want.....and we are powerless to do anything about it. Thoughts?? How do YOU feel about this notion?
Poses questions about US power dynamics and seeks others' perspectives, framed with underlying concern about powerlessness and threat.
@RaShawdDavis
Mar 4, 2025
What's to stop these people from coming back? I hope it's not "voluntary compliance"...
What's to stop these people from coming back? I hope it's not "voluntary compliance"...
Poses a question about enforcement mechanisms while expressing skepticism and underlying security concerns.
Winger222
Feb 18, 2026
how do you get scammed by a person of below average IQ with limited resources?
how do you get scammed by a person of below average IQ with limited resources?
Rhetorical question expressing skepticism about a claim, with sarcastic undertones questioning the logical coherence of an argument.
victoriketalu7424
Feb 23, 2026
Is everybody a czar now? But he has made good points
Is everybody a czar now? But he has made good points
Questions government appointments while acknowledging some merit in the PM's substantive points.
@theblightedra6804
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)