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
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
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
There is another one on the West Coast called Surrey
There is another one on the West Coast called Surrey
Provides factual information about another location, likely in response to video content; appears informational rather than argumentative.
Question
0.70
shoaibnaqvi5264
Jan 6, 2026
Is Pierre Poilievre Maple Maga? He offered to do business with Elon Musk who cut Medicaid to 18 million people in the USA!!! Is he really Canada First?
Is Pierre Poilievre Maple Maga? He offered to do business with Elon Musk who cut Medicaid to 18 million people in the USA!!! Is he really Canada First?
Poses rhetorical questions questioning a political leader's credibility and alignment with Canadian interests.
lindabrouillette6765
Aug 25, 2025
Isn't gana working
Isn't gana working
Unclear phrasing but appears to be a question about whether something is working or will work.
Question
0.70
@MohamedAbshir-y2f
Mar 5, 2025
well , "who" let them "in"?
well , "who" let them "in"?
Rhetorical question implicitly blaming government officials for allowing immigrants to enter, seeking accountability.
HelloHi-x9k
Feb 18, 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
Why talk over when the PM starts talking in French?
Why talk over when the PM starts talking in French?
Asks a clarifying question about why speakers talk over the PM when he speaks French, with implicit meta-commentary about the video.
@dianeinkster2635
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
Is it possible Trump is playing makets for himself and his buddies? Is he creating a downturn so they can buy, buy, buy at a discount?
Is it possible Trump is playing makets for himself and his buddies? Is he creating a downturn so they can buy, buy, buy at a discount?
Poses speculative questions about Trump's motives and market manipulation without evidence, framed as inquiry.
@ReneeBanchiere
Mar 4, 2025
Won't the Americans source frm some 3rd world latin american country ?
Won't the Americans source frm some 3rd world latin american country ?
Poses a question about American immigration sourcing while implicitly comparing to 'third world' countries.
@jdmoneymaker231
Mar 4, 2025
What time will you drop 😢from the sky
What time will you drop 😢from the sky
Appears to be asking about upload timing, though the phrasing is cryptic; primarily an information-seeking query.
Question
0.70
rickysingh8701
Feb 16, 2026
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
I’m a white guy… carney’s a white guy… I’d support stripping him of his citizenship of convenience and deporting him back to europe… his actual home. Am I racist?
I’m a white guy… carney’s a white guy… I’d support stripping him of his citizenship of convenience and deporting him back to europe… his actual home. Am I racist?
Poses a question about whether applying citizenship standards equally across races is racist, framed as self-inquiry.
hhhhjjjj5123
Feb 27, 2026
Just how many immigrants are marrying into the country or taking advantage of our country’s generous laws by having children, and birthing citizens, here? The number should be a lot higher than 300.
Just how many immigrants are marrying into the country or taking advantage of our country’s generous laws by having children, and birthing citizens, here? The number should be a lot higher than 300.
Poses rhetorical questions about immigration loopholes (marriage, birthright citizenship) while implying deportation numbers should be higher.
@Surrenderdeer
Feb 19, 2026
How many are on public money, not working?!
How many are on public money, not working?!
Poses a question about welfare dependency while implying an unverified claim about immigrant employment status.
salauerman7082
Jan 28, 2026
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
If This Comment Gets 10K Likes, Tyler Should Visit Brampton For A Part 2 (So He Can Investigate The Safety
If This Comment Gets 10K Likes, Tyler Should Visit Brampton For A Part 2 (So He Can Investigate The Safety
Requests information or action regarding a video investigation, though phrased as a call-to-action for engagement.
Question
0.70
EqualMCSquared
Feb 12, 2026
if only you d learn french. why do you think he switched language?
if only you d learn french. why do you think he switched language?
Poses a question about language choice that implies criticism of English-language preference, touching on cultural/linguistic identity.
@il_giambo
Mar 4, 2025
Trump power tripping ?
Trump power tripping ?
Brief interrogative statement with skeptical tone, seeking confirmation or expressing doubt about Trump's behavior.
@Akiratoriyama27
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)