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
He said he is going to match everyone's tariffs
He said he is going to match everyone's tariffs
Reports what someone said as a factual statement, functioning as information sharing rather than argument.
Question
0.85
@gregburgess8432
Mar 4, 2025
Who invade canada first : Europeans or african or Indian?
Who invade canada first : Europeans or african or Indian?
Poses a historical question comparing which groups invaded Canada first, implicitly questioning the legitimacy of different immigrant groups.
herbsweden
Feb 11, 2026
how do we fix this? Can we hold people accountable?
how do we fix this? Can we hold people accountable?
Seeks information and solutions while implicitly calling for accountability measures regarding immigration issues.
WillBurnhue
Feb 27, 2026
Wouldn’t it be nice to have a rational President like Trudeau? Can someone explain to me why Trump is making enemies of everyone but Russia and North Korea?
Wouldn’t it be nice to have a rational President like Trudeau? Can someone explain to me why Trump is making enemies of everyone but Russia and North Korea?
Commenter seeks explanation for Trump's foreign policy while implicitly comparing him unfavorably to Trudeau.
@CocoW1968
Mar 4, 2025
wait why did this end so fast? why did you leave and not follow through with the whole thing?
wait why did this end so fast? why did you leave and not follow through with the whole thing?
Seeks clarification about the video's editing and structure, asking why it ended abruptly.
theegg72819
Jan 27, 2026
i though it was in london
i though it was in london
The commenter expresses confusion about the location, seeking clarification about whether the place discussed is in London.
Question
0.85
captainmaza
Jan 27, 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
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 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
And why those with visas expired in 2025 are still in the country?
And why those with visas expired in 2025 are still in the country?
Seeks information about why expired visa holders remain in Canada, framed as a questioning critique of government enforcement.
kan77r94
Jan 19, 2026
Age limit for international workers ,I am 56 years from Nepal .I would like to work in Canada .Is it ok from the gov. of Australia ,please ?
Age limit for international workers ,I am 56 years from Nepal .I would like to work in Canada .Is it ok from the gov. of Australia ,please ?
Commenter seeks information about age limits for international workers and eligibility to work in Canada.
Question
0.85
DilBahadurGurung-b4t
Jan 21, 2026
Idk how to feel about this...
Idk how to feel about this...
Expression of uncertainty seeking clarification or processing of complex feelings about the video topic.
Question
0.85
justaemptymall
Jan 27, 2026
I think the gold mines are in canada
I think the gold mines are in canada
Brief factual question about gold mine locations in Canada, seeking information clarification.
Question
0.85
@pancake2662
Mar 4, 2025
Please help me understand this, it's a trade war to tariff someone equally who has been tariffing you 25% for years? Why was it not a trade war when Canada was tariffing the US with …
Please help me understand this, it's a trade war to tariff someone equally who has been tariffing you 25% for years? Why was it not a trade war when Canada was tariffing the US with 25% when the US was charging Canada nothing
Seeks clarification about trade war logic and tariff asymmetry, framed as genuine information-seeking question.
@TheHogswild66
Mar 4, 2025
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
As Donald is using emergancey mesures does that not have 120 day timer? If so did the timer start when Donald first put them on China?
As Donald is using emergancey mesures does that not have 120 day timer? If so did the timer start when Donald first put them on China?
Seeks clarification about emergency measures procedures and their legal timelines, framed as an information-seeking question.
@ianwilson4286
Mar 4, 2025
19:07 who is pasha
19:07 who is pasha
Simple information-seeking question about a person featured at a specific timestamp in the video.
kujoejotaro556
Jan 27, 2026
$57k is middle class? Are you kidding me?
$57k is middle class? Are you kidding me?
Questions the government's income classification, seeking clarification while implying disagreement with economic definitions.
Ashsoevfixksbsir
Jan 4, 2026
you should do a video on the samoli “learing” centers
you should do a video on the samoli “learing” centers
Requests video content on a specific topic, though misspelled and vague in nature.
FW_evn09
Jan 27, 2026
Is Vassy is a Gang Banger supporter ?
Is Vassy is a Gang Banger supporter ?
Poses a direct question seeking information or clarification about a public figure's alleged affiliations.
Question
0.85
davidbird8854
Feb 24, 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)