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
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Question
1,353 comments
8:57 yes unc they are dirty but walking naked inside their house is okay when your naked on the street i think?
8:57 yes unc they are dirty but walking naked inside their house is okay when your naked on the street i think?
Poses a question about cultural norms regarding public versus private behavior, with implicit cultural criticism.
tabeen1779
Feb 19, 2026
After watching some of these invasion videos lowkey very curious of what Tyler thinks of Black Americans not African immigrants but just African Americans
After watching some of these invasion videos lowkey very curious of what Tyler thinks of Black Americans not African immigrants but just African Americans
Seeks clarification about the content creator's views on a related demographic topic, framed as curiosity about video creator's perspective.
JonasWicker
Feb 28, 2026
0:19 TF he mean by that like i mean it isn’t there homeland
0:19 TF he mean by that like i mean it isn’t there homeland
Commenter questions a statement with confusion about homeland/belonging, seeking clarification while implying identity-based concerns.
Thecouchmountaineer
Jan 29, 2026
Unbelievable the human traffickers were asking for $6000 CND why not 6000 US since ? Then convert that afterwards to US dollars 😅🤣😂
Unbelievable the human traffickers were asking for $6000 CND why not 6000 US since ? Then convert that afterwards to US dollars 😅🤣😂
Asks a clarifying question about human trafficking pricing with sarcastic tone, seeking information about currency conversion logic.
Johnnyunionville-m3u
Jan 29, 2026
Look up the Century Initiative, Mark Wiseman and where Mark is now 🧐
Look up the Century Initiative, Mark Wiseman and where Mark is now 🧐
Requests investigation into Century Initiative and Mark Wiseman, suggesting conspiratorial framing about immigration policy origins.
JoinTheClippyRebellion
Jan 20, 2026
Why are you crying to the Amercan people
Why are you crying to the Amercan people
Rhetorical question challenging Canada's diplomatic approach to American audience, seeking clarification or expressing skepticism.
@davidlozano6672
Mar 4, 2025
Drug war right?
Drug war right?
Brief clarifying question about context, seeking information about the video's subject matter.
Question
0.70
@rujakracer5649
Mar 4, 2025
What's the wrong with you, MF Trump?
What's the wrong with you, MF Trump?
Appears to be a confused or unclear question about Canadian policy regarding Huawei executive detention, seeking clarification.
Question
0.70
@TYPICHIT91
Mar 4, 2025
US is evolving ? and leaving other countries ti take care of their own problems ?
US is evolving ? and leaving other countries ti take care of their own problems ?
Phrased as a question about US policy shift toward isolationism and its implications for other nations.
@mahendransubramanian8447
Mar 4, 2025
What has happened to Canada?
What has happened to Canada?
Open-ended rhetorical question expressing concern about Canada's state, likely implying immigration-related decline.
@jordanjohnanderson
Feb 20, 2026
Does the U S peace plan Place Putin in the HAGUE OR THE WHITE HOUSE ? ?
Does the U S peace plan Place Putin in the HAGUE OR THE WHITE HOUSE ? ?
Poses a question about a peace plan while implying an unverified claim linking Putin to the White House.
@wayneoliver5987
Mar 4, 2025
Why are they all from India?
Why are they all from India?
Asks a direct question about immigrant origins, though the phrasing suggests underlying concern about demographic composition.
Paul51764
Feb 17, 2026
Why is ICE shooting US citizens when they could be going after these human traffickers ?
Why is ICE shooting US citizens when they could be going after these human traffickers ?
Rhetorical question challenging law enforcement priorities, implicitly calling for action against human trafficking.
TheDoughGetta
Jan 27, 2026
Yeah they'll get permanent residency.
Yeah they'll get permanent residency.
Brief statement that appears to be a factual assertion about permanent residency outcomes, though phrased ambiguously as potential information-seeking.
Question
0.70
1980DEVILSREJECTS
Feb 18, 2026
I wonder if there is far more fentanyl moving from the US into Canada than the other way around. Just disgusting.
I wonder if there is far more fentanyl moving from the US into Canada than the other way around. Just disgusting.
Speculative question about drug trafficking patterns between countries, comparing cross-border flows.
@MaraschinoMary1
Mar 4, 2025
Why people don't work at Tim Horton's anywhere anymore.
Why people don't work at Tim Horton's anywhere anymore.
Poses a question about labor shortages at Tim Hortons, likely implying immigration-related workforce concerns.
NorthernVess
Jan 27, 2026
What are you going to fight with?
What are you going to fight with?
A brief, sarcastic question challenging the feasibility of military resistance, likely mocking the previous comment's call for revolution.
@iphonehackz9595
Mar 4, 2025
It’s not done if he’s buying in the dip?
It’s not done if he’s buying in the dip?
Appears to be a financial/investment question about market timing, likely off-topic or contextually unclear relative to immigration discussion.
Question
0.70
@MichaelSolk-ll4lg
Mar 4, 2025
Why is he here? What fck to the resignation?
Why is he here? What fck to the resignation?
Asks clarifying questions about a political figure's presence and resignation status, though phrased with frustration.
Question
0.70
@TA0L1U
Mar 4, 2025
what are you looking native indians in canada wht ain talking about damt native indians of canada
what are you looking native indians in canada wht ain talking about damt native indians of canada
Appears to be a confused or critical question about the video's focus on Native Indians versus other groups, though poorly articulated.
AlexD-f6n
Jan 28, 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)