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
Whe will Trudeau leave the office?
Whe will Trudeau leave the office?
Direct question seeking information about when Trudeau will leave office.
Question
0.95
@cjbrown3396
Mar 4, 2025
what's happening to Canada?
what's happening to Canada?
Direct question seeking information or expressing concern about changes in Canada, though rhetorical in nature.
Question
0.95
pauvargas1048
Oct 4, 2025
Anyone recently passed with this?
Anyone recently passed with this?
Direct information-seeking question about whether someone recently passed a test or process.
Question
0.95
saubhagya1988
Dec 22, 2025
What is involved in digital ID proposed by Ottawa?
What is involved in digital ID proposed by Ottawa?
Direct information-seeking question about digital ID policy details.
Question
0.95
carylhalfwassen8555
Dec 10, 2025
Isn’t this guy supposed to resign soon?
Isn’t this guy supposed to resign soon?
A direct information-seeking question about whether a political figure is expected to resign soon.
Question
0.95
@jaysavy
Mar 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
So my question is “ Why?”
So my question is “ Why?”
Direct information-seeking question about the rationale behind the tariffs.
Question
0.95
@monalisa542
Mar 4, 2025
How about people with LMIA it affects this?
How about people with LMIA it affects this?
Direct information-seeking question about how LMIA (Labour Market Impact Assessment) is affected by the policy discussed.
Question
0.95
maritescalpito6630
Nov 21, 2025
Why in the hell are we going after the Canadians?
Why in the hell are we going after the Canadians?
Direct rhetorical question seeking clarification or expressing confusion about U.S. policy toward Canada.
Question
0.95
@jordanmiller5504
Mar 4, 2025
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 are the primary fentanyl customers? ?
Who are the primary fentanyl customers? ?
Direct information-seeking question about fentanyl consumption patterns.
Question
0.95
@jlmctv
Mar 4, 2025
Two questions. 1. Why canada bringing so many people? 2. Why these people naking brampton to browntown.
Two questions.
1. Why canada bringing so many people?
2. Why these people naking brampton to browntown.
Direct information-seeking questions about immigration policy and demographic changes in specific locations.
Question
0.95
Totempoles7
Sep 21, 2025
How many listened to this speech? ?
How many listened to this speech? ?
Direct information-seeking question about audience size for the speech.
Question
0.95
@MaBharatvarsh
Mar 4, 2025
Don't want to see Americans hurt.. elaborate please...?
Don't want to see Americans hurt.. elaborate please...?
Direct request for clarification and elaboration on a previous statement.
Question
0.95
@markbogue9547
Mar 4, 2025
Because I’m bilingual, would like to know what French is saying and English is saying. Thanks for your understanding
Because I’m bilingual, would like to know what French is saying and English is saying. Thanks for your understanding
Commenter is requesting information about bilingual content in the video.
Question
0.95
@yolandevilleneuve4474
Mar 4, 2025
So how do i defect from the USA to Canada.
So how do i defect from the USA to Canada.
Direct information-seeking question about immigration procedures from USA to Canada.
Question
0.95
@johnguile1966
Mar 4, 2025
Nova Scothia has no crime ?❤️????
Nova Scothia has no crime ?❤️????
Direct factual question about crime rates in Nova Scotia with no other discourse elements.
Question
0.95
@DenyseLRoss
Mar 5, 2025
I thought he resigned?
I thought he resigned?
Direct factual question seeking clarification about whether a political figure resigned.
Question
0.95
@jump13000
Mar 4, 2025
Does he think canada likes him??
Does he think canada likes him??
Rhetorical question expressing skepticism about Trump's popularity or approval in Canada.
Question
0.95
@Jaredbrose
Mar 4, 2025
Where do we go from here?
Where do we go from here?
A direct information-seeking question about future direction or next steps.
Question
0.95
@sergiorocha76
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)