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
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
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
$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
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
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
Why can't we have a President like this?
Why can't we have a President like this?
Information-seeking question comparing Canadian and U.S. leadership, implicitly expressing preference for Canadian leadership.
@DavidHernandez-kd6mk
Mar 4, 2025
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
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
Excuse me? Africans?
Excuse me? Africans?
Comment is a direct question seeking clarification or expressing surprise about a reference to Africans, functioning as an information-seeking query.
Question
0.85
wellz2000
Jan 29, 2026
Is it india or Canada ? Does Canada need a mister Trump ?.
Is it india or Canada ?
Does Canada need a mister Trump ?.
Asks clarifying questions about Canada's identity and leadership, with implicit comparison to Trump/US politics.
SH-bw5fx
Aug 25, 2025
How can a country transform like that in a matter of a few years 😮
How can a country transform like that in a matter of a few years 😮
The comment expresses surprise and seeks understanding about rapid demographic change, framed as an information-seeking question.
Question
0.85
ik9626
Jan 29, 2026
Why canada always have Trudeau can you not have other leader?
Why canada always have Trudeau can you not have other leader?
Direct information-seeking question about Canadian political leadership options.
Question
0.85
@prudencepeacebustamante9739
Mar 4, 2025
0:56 they want to get to Slovakia?
0:56 they want to get to Slovakia?
A clarifying question about the video content, seeking information about Slovakia.
Question
0.85
MiroslavFöldeš
Jan 28, 2026
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
How is Canada escalating something the US escalated? I don't get this comment from the CNN anchor.
How is Canada escalating something the US escalated? I don't get this comment from the CNN anchor.
Seeks clarification about the logical framing of escalation, questioning the CNN anchor's characterization.
Question
0.85
@isosthenie8271
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
I wanna move to Canada ??
I wanna move to Canada ??
Direct question expressing interest in immigrating to Canada, seeking information about relocation.
@robertgarcia8332
Mar 4, 2025
?? Mexico stands with Canada ??
?? Mexico stands with Canada ??
Commenter poses a question with uncertainty markers, seeking clarification or expressing surprise about Mexico's position.
Question
0.85
@jessebustamante-qj7cl
Mar 4, 2025
Just curious, currently (before Trump's Tariffs) how much TARIFFS does Canada pay for American goods and how much TARRIFS does America pay for Canadian goods? If Trump is increasing TARIFFS more than Canada, then that's …
Just curious, currently (before Trump's Tariffs) how much TARIFFS does Canada pay for American goods and how much TARRIFS does America pay for Canadian goods? If Trump is increasing TARIFFS more than Canada, then that's sad.
Seeks factual information about tariff rates between Canada and the USA, framed as an economic comparison question.
@northdakotausa
Mar 4, 2025
Could the money we get from the tariffs go to help Canadians?
Could the money we get from the tariffs go to help Canadians?
Information-seeking question about tariff revenue allocation to help Canadians, combining practical inquiry with economic concern.
@moimacart
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)