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
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
Can I moveCanada....they
Can I moveCanada....they
Information-seeking query about immigration to Canada, though incomplete.
Question
0.90
@briangong007
Mar 4, 2025
Des anybody know who those very Canadian-looking people were standing behind the Prime Minister?
Des anybody know who those very Canadian-looking people were standing behind the Prime Minister?
Seeks information about individuals visible in the video, requesting clarification about their identity.
Question
0.90
@johnryan8533
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
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
I thought this guy quit?
I thought this guy quit?
Information-seeking question about whether a public figure has retired from politics.
Question
0.90
@tylerkiener4435
Mar 4, 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 the people let this happen?
Why do the people let this happen?
Direct question seeking explanation for why citizens allow immigration policies to proceed as they do.
Question
0.90
pablo4yu
Jan 29, 2026
We are backing Russia and beefing with Canada? What's happening?
We are backing Russia and beefing with Canada? What's happening?
Direct question seeking clarification about apparent contradictions in geopolitical positioning.
Question
0.90
@kemayj
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
Im West indian but I was born in Canada. Am I allowed to stay or should i go back to Trinidad and Tobago?
Im West indian but I was born in Canada. Am I allowed to stay or should i go back to Trinidad and Tobago?
Seeks clarification about immigration eligibility while asserting mixed cultural identity (West Indian/Canadian-born).
samdrewbies7883
Jan 29, 2026
Is America great yet?
Is America great yet?
Poses a rhetorical question about whether America has achieved Trump's campaign promise, seeking implicit affirmation or critique.
Question
0.90
@munksoe
Mar 4, 2025
0:58 They're sneaking people from Canada to Australia?
0:58 They're sneaking people from Canada to Australia?
Seeks clarification about a specific claim made in the video regarding people being moved between countries.
Question
0.90
thetarotbogan
Jan 29, 2026
5:00 Does this bozo not know that there are hundreds of millions of Muslim Indians?
5:00 Does this bozo not know that there are hundreds of millions of Muslim Indians?
Rhetorical question challenging someone's apparent lack of knowledge about Muslim Indians, seeking clarification or correction.
Question
0.90
fantasyXchannel
Jan 27, 2026
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
Algoma college is very much a real college that’s been around for a long time. Anderson though I have never heard of
Algoma college is very much a real college that’s been around for a long time. Anderson though I have never heard of
Seeks factual information about colleges mentioned in the video, requesting clarification.
Question
0.90
Eckz57
Jan 27, 2026
Thought Trudeau resigned
Thought Trudeau resigned
Seeks clarification about Trudeau's political status.
Question
0.90
@darrenporter1850
Mar 4, 2025
Should Canada ban the drugs ?
Should Canada ban the drugs ?
Direct question seeking information about whether Canada should implement a drug ban policy.
Question
0.90
@TFPPttt
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
can i bring needed supplies to Canada? 90 miles away.
can i bring needed supplies to Canada? 90 miles away.
Direct information-seeking question about bringing supplies to Canada from nearby location.
Question
0.90
@scotmarechaux2706
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)