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
How and where does a Canadian citizen go to report this wrong doing?
How and where does a Canadian citizen go to report this wrong doing?
Direct information-seeking question about how to report alleged wrongdoing to authorities.
Question
0.95
shernazirani8271
Sep 29, 2025
What scores to take ielts test for citizenship?
What scores to take ielts test for citizenship?
Direct information-seeking question about IELTS test score requirements for Canadian citizenship.
Question
0.95
Millionaire789
Dec 4, 2025
Can Canadians apply for refugee status in Canada?
Can Canadians apply for refugee status in Canada?
Direct information-seeking question about refugee eligibility for Canadian citizens.
Question
0.95
karenregnier5050
Nov 21, 2025
Why does he think Canada' is America closest Ally?
Why does he think Canada' is America closest Ally?
Direct information-seeking question challenging a factual claim about Canada-US relations.
Question
0.95
@rrraaadddiiiooo7766
Mar 4, 2025
How many are still coming from Roxham road from the States ?
How many are still coming from Roxham road from the States ?
Direct information-seeking question about immigration numbers at a specific border crossing.
Question
0.95
kathyfugere6085
Nov 24, 2025
Bro Dubbing this episode please
Bro Dubbing this episode please
Simple request for video dubbing in another language, unrelated to immigration discourse.
Question
0.95
Dynamo-on
Jan 29, 2026
Can someone explain why the US is doing this? I mean honestly. What is the goal?
Can someone explain why the US is doing this? I mean honestly. What is the goal?
Direct information-seeking question about US motivations and goals.
Question
0.95
@danielcapone5946
Mar 4, 2025
Who would they vote for？
Who would they vote for？
A straightforward information-seeking question about voting behavior.
Question
0.95
hojacqui7595
Jan 28, 2026
What is a Carbon tax?
What is a Carbon tax?
Direct information-seeking question about a specific policy term.
Question
0.95
@DbiPro
Mar 4, 2025
Can we see the list please?
Can we see the list please?
Simple information-seeking request for a list referenced in the video.
Question
0.95
@rajatsharma5453
Feb 21, 2026
Didn’t he resign?
Didn’t he resign?
Seeks factual clarification about whether a political figure resigned.
Question
0.95
@anonymoususer4866
Mar 4, 2025
WHO IS THIS THEY YOU SPEAKING OF??
WHO IS THIS THEY YOU SPEAKING OF??
Commenter asks for clarification about who 'they' refers to in the video, seeking information.
Question
0.95
@Mjermonthicks
Mar 4, 2025
1:20 is he talking about cutting electricity across the border?
1:20 is he talking about cutting electricity across the border?
Seeks clarification about a specific statement made in the video regarding electricity.
Question
0.95
@iceetmarne3571
Mar 4, 2025
How easy is it to get an licences in that place.
How easy is it to get an licences in that place.
Direct information-seeking question about licensing requirements in the location discussed.
Question
0.95
luqsule8309
Jan 27, 2026
I thought this guy stepped down a couple weeks ago?
I thought this guy stepped down a couple weeks ago?
Seeks factual clarification about whether the political figure recently resigned, framed as an information-seeking question.
Question
0.95
@outuvcontext
Mar 4, 2025
I passed my test on August 1st till today September 5th i have not yet been invited for the ceremony is that normal?😢😢😢
I passed my test on August 1st till today September 5th i have not yet been invited for the ceremony is that normal?😢😢😢
Direct information-seeking question about citizenship ceremony timing and procedures, seeking clarification on immigration process.
Question
0.95
RichFamousRevealed-2025
Sep 5, 2025
You only paid $10 for grapes?!?! WHERE?! I’m paying around $16-$17 at Safeway!!
You only paid $10 for grapes?!?!
WHERE?!
I’m paying around $16-$17 at Safeway!!
Information-seeking question about grape prices at specific retailers, unrelated to immigration discourse.
Question
0.95
GabeBoudreau
Sep 10, 2025
Where is this
Where is this
Simple factual question seeking location information about the video's setting.
Question
0.95
jeffeverts7749
Jan 27, 2026
Does Project 2025 shed any light on this??
Does Project 2025 shed any light on this??
Direct information-seeking question about Project 2025 and its relevance to the discussion.
Question
0.95
@Nina-i8i
Mar 4, 2025
Algoma university is in sault ste Marie Ontario
Algoma university is in sault ste Marie Ontario
Factual correction/clarification about the location of Algoma University mentioned in the video.
Question
0.95
Steven-i9l
Jan 28, 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)