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
Are these people coming in from India deported immediately when caught? Or do they just say they want asylum?
Are these people coming in from India deported immediately when caught? Or do they just say they want asylum?
Seeks information about deportation procedures and asylum processes for undocumented immigrants.
WorkersUnited111
Jan 27, 2026
Is the Patreon really worth it if I only got this video like an hour before
Is the Patreon really worth it if I only got this video like an hour before
Asks whether Patreon membership provides sufficient value given early video access timing.
Question
0.85
jessboswell2581
Jan 27, 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
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
Why would i go there ?
Why would i go there ?
A rhetorical question expressing reluctance or seeking justification for travel to a destination.
Question
0.85
JamieLazarus-t3n
Dec 8, 2025
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
Wait hold on i don't think Indians in canada don't work? 8:50
Wait hold on i don't think Indians in canada don't work? 8:50
The commenter is seeking clarification about a claim made in the video regarding Indian employment in Canada.
Question
0.85
thisisntnikki
Dec 17, 2025
How can anyone destabilize a whole continent?
How can anyone destabilize a whole continent?
This is a direct question seeking clarification or information about how continental destabilization occurs.
Question
0.85
@Bigchoc36
Mar 4, 2025
Why didn’t the USA just ASK Canada to remove their tariffs instead of just putting the reciprocal tariffs in place? Or Canada could just remove their 10% tariffs when the USA implemented theirs on condition …
Why didn’t the USA just ASK Canada to remove their tariffs instead of just putting the reciprocal tariffs in place? Or Canada could just remove their 10% tariffs when the USA implemented theirs on condition the we remove ours immediately?
Commenter asks why the USA didn't pursue negotiation before implementing tariffs, seeking clarification on policy decisions while implicitly critiquing the approach taken.
@Drmikaeru
Mar 4, 2025
How much of your money goes to Ukraine and not Canadians?
How much of your money goes to Ukraine and not Canadians?
Poses an information-seeking question about budget allocation priorities between international aid and domestic spending.
@morpmorpt4746
Mar 4, 2025
Wait, I thought colonization was bad?
Wait, I thought colonization was bad?
Rhetorical question challenging the perceived contradiction between criticizing colonization and accepting immigration, implying an identity-based inconsistency argument.
Faustaao
Nov 14, 2025
Stand under my umbrella? Umbrella corporate insurance?
Stand under my umbrella?
Umbrella corporate insurance?
Series of fragmented questions about corporate insurance and umbrella coverage.
Question
0.85
AnnaAnnieAnneofGreenGables
Nov 20, 2025
ok but then isn't he doing the same to Canadians?
ok but then isn't he doing the same to Canadians?
Rhetorical question challenging the consistency of Canadian policy toward its own citizens, implying hypocrisy.
@sly2792004
Mar 4, 2025
Why is this not aired on Fox News etc?
Why is this not aired on Fox News etc?
Commenter is asking why the video/content isn't being broadcast on Fox News, combining information-seeking with commentary about media coverage.
@oldgreentop
Mar 4, 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
You can start searching in Winnipeg.
You can start searching in Winnipeg.
A brief directive suggesting a location to search, functioning as an information-seeking or location-based query.
Question
0.85
charmagnetimog481
Oct 21, 2025
Didn't Castro's son quit? Wheres the Pierre dude?
Didn't Castro's son quit? Wheres the Pierre dude?
Asks clarifying questions about Canadian political leadership ('Didn't Castro's son quit? Where's the Pierre dude?').
Question
0.85
@Tim91253
Mar 4, 2025
im Romanian and i'm actually curious... from what i know trump got elected because he promised people cheaper eggs... did that happen?
im Romanian and i'm actually curious... from what i know trump got elected because he promised people cheaper eggs... did that happen?
Romanian commenter seeks factual information about whether Trump's campaign promise of cheaper eggs materialized, comparing expectations to outcomes.
@Vic-uz9jd
Mar 4, 2025
Ok how does that affect the average Canadian
Ok how does that affect the average Canadian
Information-seeking question about the practical impact on ordinary Canadians, implicitly questioning relevance or economic consequences.
@Openwaterpaul
Mar 4, 2025
Why do they never have the answer NEVER
Why do they never have the answer NEVER
The commenter is expressing frustration about lack of answers, framed as a rhetorical question seeking accountability.
Question
0.85
robertnodge8147
Oct 9, 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)