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
4:55 what'd he mean by that?
4:55 what'd he mean by that?
A direct clarification question about a specific moment in the video, seeking explanation of a statement.
Inner_City_Mixer
Feb 8, 2026
How can tariffs that US impose be bad for the US people but Canadian tariffs are good for Canadians? Isn't it going to hurt Canadian families also?
How can tariffs that US impose be bad for the US people but Canadian tariffs are good for Canadians? Isn't it going to hurt Canadian families also?
Seeks clarification on the logical consistency of tariff policy impacts, framed as an information-seeking question about economic effects.
@rayscott1653
Mar 4, 2025
what about British and French?
what about British and French?
Simple information-seeking question asking about British and French immigration, seeking clarification or comparison.
Question
0.90
mrnobodydz
Jan 27, 2026
So what happened? Where is part 2?
So what happened? Where is part 2?
Asks about the continuation of the video series, a straightforward information-seeking question about the content.
ananda5880
Jan 27, 2026
Did he say we just started better security yesterday?
Did he say we just started better security yesterday?
Seeks clarification about a specific statement made in the video regarding security measures.
Question
0.90
@stevesalisbury3657
Mar 4, 2025
I am slightly confused. Where did the first European settlers came from? I thought I was Iceland but the question says France.
I am slightly confused. Where did the first European settlers came from? I thought I was Iceland but the question says France.
Seeks clarification about historical facts presented in the video regarding European settlement origins.
Question
0.90
GleicianyMatias
Dec 5, 2025
Why mass immigration is from one country
Why mass immigration is from one country
Seeks information about the geographic origin patterns of mass immigration to Canada.
Question
0.90
maxsnyder7731
Aug 26, 2025
Ask him what we have to pay Canada for tariffs? ?
Ask him what we have to pay Canada for tariffs? ?
A direct information-seeking question about tariff costs, requesting clarification on economic policy details.
Question
0.90
@tattooedteddy
Mar 4, 2025
why do u hate india
why do u hate india
Direct question asking why the creator hates India, seeking clarification or confrontation.
Question
0.90
KavKraft
Jan 27, 2026
What is with the tok tok vehicle Is this real or AI
What is with the tok tok vehicle
Is this real or AI
Seeks clarification about video authenticity and production methods.
Question
0.90
jgjalsas1315
Jan 27, 2026
New Brunswick is the only officially bilingual province in Canada.
New Brunswick is the only officially bilingual province in Canada.
A factual statement about Canadian provincial policy that appears to be informational rather than argumentative.
Question
0.90
myway8397
Feb 10, 2026
Anyone can tell me please if this freexashback app thing acc works?
Anyone can tell me please if this freexashback app thing acc works?
Direct information-seeking question about whether a specific app or service works.
Question
0.90
cralex3414
Jan 27, 2026
Why would people vote 4 trump
Why would people vote 4 trump
Direct information-seeking question expressing confusion about voter behavior and motivations.
Question
0.90
@Thomasrod805
Mar 4, 2025
Can anyone who voted for trump make these tarriffs make sense to me?
Can anyone who voted for trump make these tarriffs make sense to me?
A direct request for explanation or clarification about the logic behind Trump's tariff policies.
Question
0.90
@nbkbot7836
Mar 4, 2025
He made this speech before Zelenskyy apologized didn't he?
He made this speech before Zelenskyy apologized didn't he?
Factual clarification question about the chronological sequence of events mentioned in the video.
Question
0.90
@kaceyilliot1669
Mar 4, 2025
Why is Justin still here?
Why is Justin still here?
Simple interrogative seeking information or expressing rhetorical questioning about Canadian leadership.
Question
0.90
@binkysteaver9880
Mar 4, 2025
Guys, I looked at the GDP of Canada and Mexico on Google. About 2 trillion each. The US has 27 trillion. I'm not Canadian or American or Mexican, I'm just wondering: do these countries have …
Guys, I looked at the GDP of Canada and Mexico on Google. About 2 trillion each. The US has 27 trillion. I'm not Canadian or American or Mexican, I'm just wondering: do these countries have anything to counter Trump with?
Seeks information about whether Canada and Mexico have economic leverage against the US, framed through GDP comparison.
@Charles-m1e
Mar 4, 2025
All this for what?
All this for what?
Minimal comment expressing confusion or skepticism about the situation, seeking clarification on purpose or stakes.
Question
0.90
@iosgamesplay8825
Mar 4, 2025
Does Canada have an equivilant to ICE?
Does Canada have an equivilant to ICE?
Seeks factual information about Canadian immigration enforcement agencies by comparing to US ICE.
sweenie58
Feb 27, 2026
Justin trudeau ??
Justin trudeau ??
Brief question seeking clarification or confirmation about whether the person discussed is Justin Trudeau.
Question
0.90
@abhijeetsinghkshatriya3552
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)